Downloads · 30 days
5
12% of all-time downloads
Llama-3-Hercules-5.1-8B-exl2
bartowski/Llama-3-Hercules-5.1-8B-exl2
Llama-3-Hercules-5.1-8B-exl2 is a text generation model from bartowski. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as llama3.
Llama-3-Hercules-5.0-8B was updated in place after another 0.5 epochs of training, labelling this 5.1 to avoid confusion
All-time downloads
42
Public
Repo size
31.2 GB
Likes
0
Public
Repo makeup
Click a slice to open those files.
.json1.8 MB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- llama3
- Access
- Public
- Created
- May 27, 2024
- Updated
- May 27, 2024
- SHA
- 34967591
Try a prompt
Datasets
Model card
From the Hugging Face model README
Exllama v2 Quantizations of Llama-3-Hercules-5.1-8B
Llama-3-Hercules-5.0-8B was updated in place after another 0.5 epochs of training, labelling this 5.1 to avoid confusion
Using <a href="https://github.com/turboderp/exllamav2/releases/tag/v0.1.0">turboderp's ExLlamaV2 v0.1.0</a> for quantization.
<b>The "main" branch only contains the measurement.json, download one of the other branches for the model (see below)</b>
Each branch contains an individual bits per weight, with the main one containing only the meaurement.json for further conversions.
Original model: https://huggingface.co/Locutusque/Llama-3-Hercules-5.0-8B
Prompt format
No chat template specified so default is used. This may be incorrect, check original model card for details.
<|im_start|>system
{system_prompt}<|im_end|>
<|im_start|>user
{prompt}<|im_end|>
<|im_start|>assistant
Available sizes
| Branch | Bits | lm_head bits | VRAM (4k) | VRAM (8K) | VRAM (16k) | VRAM (32k) | Description |
|---|---|---|---|---|---|---|---|
| 8_0 | 8.0 | 8.0 | 10.1 GB | 10.5 GB | 11.5 GB | 13.6 GB | Maximum quality that ExLlamaV2 can produce, near unquantized performance. |
| 6_5 | 6.5 | 8.0 | 8.9 GB | 9.3 GB | 10.3 GB | 12.4 GB | Very similar to 8.0, good tradeoff of size vs performance, recommended. |
| 5_0 | 5.0 | 6.0 | 7.7 GB | 8.1 GB | 9.1 GB | 11.2 GB | Slightly lower quality vs 6.5, but usable on 8GB cards. |
| 4_25 | 4.25 | 6.0 | 7.0 GB | 7.4 GB | 8.4 GB | 10.5 GB | GPTQ equivalent bits per weight, slightly higher quality. |
| 3_5 | 3.5 | 6.0 | 6.4 GB | 6.8 GB | 7.8 GB | 9.9 GB | Lower quality, only use if you have to. |
Download instructions
With git:
git clone --single-branch --branch 6_5 https://huggingface.co/bartowski/Llama-3-Hercules-5.1-8B-exl2 Llama-3-Hercules-5.1-8B-exl2-6_5
With huggingface hub (credit to TheBloke for instructions):
pip3 install huggingface-hub
To download a specific branch, use the --revision parameter. For example, to download the 6.5 bpw branch:
Linux:
huggingface-cli download bartowski/Llama-3-Hercules-5.1-8B-exl2 --revision 6_5 --local-dir Llama-3-Hercules-5.1-8B-exl2-6_5
Windows (which apparently doesn't like _ in folders sometimes?):
huggingface-cli download bartowski/Llama-3-Hercules-5.1-8B-exl2 --revision 6_5 --local-dir Llama-3-Hercules-5.1-8B-exl2-6.5
Want to support my work? Visit my ko-fi page here: https://ko-fi.com/bartowski
- Task
- Text Generation
- Library
- transformers
- License
- llama3
- Created
- May 27, 2024
- Updated
- May 27, 2024